Table Data - All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254204100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 1:08 PM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 12.5317779759453
1990-02-01 12.5878528739536
1990-03-01 12.7457562274985
1990-04-01 12.6289249300512
1990-05-01 12.5993364601665
1990-06-01 12.5411689897625
1990-07-01 12.4407501169595
1990-08-01 12.3911521437676
1990-09-01 12.4355670475341
1990-10-01 12.4651066359762
1990-11-01 12.3667929654200
1990-12-01 12.3665062150513
1991-01-01 12.4334643115045
1991-02-01 12.4885020760393
1991-03-01 12.2432484022010
1991-04-01 12.3273289084762
1991-05-01 12.2007247337383
1991-06-01 12.2349289056721
1991-07-01 12.5418027993462
1991-08-01 12.4905604950020
1991-09-01 12.4419951796752
1991-10-01 12.1724771701717
1991-11-01 12.2610292876849
1991-12-01 12.3678881696454
1992-01-01 12.5329479428796
1992-02-01 12.3847354794104
1992-03-01 12.3369485474823
1992-04-01 12.2276601446326
1992-05-01 12.2069303241759
1992-06-01 12.2300926551632
1992-07-01 12.1458370780831
1992-08-01 12.0912791607302
1992-09-01 12.1475663015110
1992-10-01 12.1817622430288
1992-11-01 12.2514978785847
1992-12-01 12.1631855083205
1993-01-01 12.1300939323531
1993-02-01 11.9787861407945
1993-03-01 12.1357092328572
1993-04-01 12.2312911223002
1993-05-01 12.3134589372930
1993-06-01 12.2259639068602
1993-07-01 12.3496561636178
1993-08-01 12.2943169742032
1993-09-01 12.2506913110604
1993-10-01 12.7899673017665
1993-11-01 12.8473963949063
1993-12-01 12.8558107917677
1994-01-01 12.8223425337906
1994-02-01 12.7714935206284
1994-03-01 12.8356981884476
1994-04-01 12.9353036826142
1994-05-01 13.0221674916892
1994-06-01 13.0243757739966
1994-07-01 12.8475784399328
1994-08-01 12.9955853104365
1994-09-01 12.9544811656528
1994-10-01 13.0025359357674
1994-11-01 12.9497842502740
1994-12-01 12.9479982863020
1995-01-01 13.0129602559684
1995-02-01 13.0658401580247
1995-03-01 13.1289176868008
1995-04-01 13.4369788848683
1995-05-01 13.4263496228797
1995-06-01 13.5228982074278
1995-07-01 13.6472981254806
1995-08-01 13.5991414602513
1995-09-01 13.6649761718657
1995-10-01 13.7154330579952
1995-11-01 13.8487587900302
1995-12-01 13.8414627689094
1996-01-01 13.9039599831019
1996-02-01 14.0655925428016
1996-03-01 14.2211041187076
1996-04-01 13.9322888311225
1996-05-01 14.1238975335175
1996-06-01 14.0225596009949
1996-07-01 14.1499269317529
1996-08-01 14.3003036784813
1996-09-01 14.2815125548151
1996-10-01 14.3285379458693
1996-11-01 14.4513775723922
1996-12-01 14.5330949952833
1997-01-01 14.3912423330890
1997-02-01 14.3633121548159
1997-03-01 14.4135953130986
1997-04-01 14.4304473471616
1997-05-01 14.5196197145514
1997-06-01 14.6220466397894
1997-07-01 14.5559871255047
1997-08-01 14.6053652559026
1997-09-01 14.6953543588490
1997-10-01 14.6354880592926
1997-11-01 14.6555595520347
1997-12-01 14.7261218597812
1998-01-01 14.5796754601043
1998-02-01 14.6524190687981
1998-03-01 14.4091388691751
1998-04-01 14.4310706606439
1998-05-01 14.4220216104095
1998-06-01 14.5266090469877
1998-07-01 14.6550179563818
1998-08-01 14.6082495238877
1998-09-01 14.8037617247834
1998-10-01 14.8413175348925
1998-11-01 14.8674652100459
1998-12-01 14.8210432958371
1999-01-01 15.0658377843773
1999-02-01 15.3377449029464
1999-03-01 15.3052183457712
1999-04-01 14.5333127304479
1999-05-01 14.4243471845267
1999-06-01 14.4344963598746
1999-07-01 14.6541245639010
1999-08-01 14.7098617207530
1999-09-01 14.7063199810595
1999-10-01 14.3465282569291
1999-11-01 14.3775711416311
1999-12-01 14.5210539116033
2000-01-01 14.6558534090184
2000-02-01 14.5254191162283
2000-03-01 14.7033778447192
2000-04-01 14.2341017442016
2000-05-01 14.3206309555858
2000-06-01 14.2444014774993
2000-07-01 14.1464309279253
2000-08-01 14.2128579852800
2000-09-01 14.1072405890676
2000-10-01 14.1530580368819
2000-11-01 14.1898247202783
2000-12-01 14.1250022499229
2001-01-01 14.0486151001577
2001-02-01 14.0154185997450
2001-03-01 14.0030521549535
2001-04-01 14.1288127394513
2001-05-01 14.0118731208589
2001-06-01 13.9550113503912
2001-07-01 13.8385170442461
2001-08-01 13.8128940116988
2001-09-01 13.7073843875173
2001-10-01 13.8611175737259
2001-11-01 13.8022400878725
2001-12-01 13.9351333783355
2002-01-01 13.8450952413993
2002-02-01 13.7097374270051
2002-03-01 13.5967608299866
2002-04-01 13.5227947652950
2002-05-01 13.6017025226802
2002-06-01 13.5614185150109
2002-07-01 13.6279160550142
2002-08-01 13.6126235795810
2002-09-01 13.6102436761791
2002-10-01 13.5712145524487
2002-11-01 13.5127835831085
2002-12-01 13.5458447170700
2003-01-01 13.4473899162103
2003-02-01 13.5029133789339
2003-03-01 13.4914768624433
2003-04-01 13.4154161359232
2003-05-01 13.4911444531423
2003-06-01 13.5630097929315
2003-07-01 13.5210207247473
2003-08-01 13.5128680518845
2003-09-01 13.5139183202647
2003-10-01 13.5785529930344
2003-11-01 13.5163667692306
2003-12-01 13.5582748122131
2004-01-01 13.6539534492867
2004-02-01 13.6955198285287
2004-03-01 13.7888337838745
2004-04-01 13.7100617707183
2004-05-01 13.4837960861265
2004-06-01 13.5625938442898
2004-07-01 13.6129432166425
2004-08-01 13.6139662748024
2004-09-01 13.6145897252829
2004-10-01 13.5826799515406
2004-11-01 13.6204173731706
2004-12-01 13.5674244821983
2005-01-01 13.6628244136965
2005-02-01 13.6859359440820
2005-03-01 13.6902021250679
2005-04-01 13.7080164987845
2005-05-01 13.7813944117126
2005-06-01 13.7609041398446
2005-07-01 13.9033770075695
2005-08-01 13.9143667986416
2005-09-01 14.0083708674286
2005-10-01 13.9863032224016
2005-11-01 14.0231434648489
2005-12-01 13.9799723106198
2006-01-01 13.9759114271625
2006-02-01 13.9794398088812
2006-03-01 13.9868619471189
2006-04-01 14.0023739208779
2006-05-01 13.9811098227701
2006-06-01 13.9580699251402
2006-07-01 13.8964869879585
2006-08-01 13.9122541081161
2006-09-01 13.9035825065654
2006-10-01 13.7905312669012
2006-11-01 13.8279670719466
2006-12-01 13.6934593923857
2007-01-01 13.7853170273915
2007-02-01 13.7761870254502
2007-03-01 13.7811559526699
2007-04-01 13.6974517642305
2007-05-01 13.6764311783693
2007-06-01 13.7533424855678
2007-07-01 13.6950501325157
2007-08-01 13.6101293139851
2007-09-01 13.5986632398107
2007-10-01 13.5975833364638
2007-11-01 13.6300157279754
2007-12-01 13.7070683542262
2008-01-01 13.6934196758031
2008-02-01 13.7740619974144
2008-03-01 13.8743866006028
2008-04-01 13.7945155832156
2008-05-01 13.7687128457237
2008-06-01 13.6460626281528
2008-07-01 13.7972702097344
2008-08-01 13.7106864864538
2008-09-01 13.6983582662394
2008-10-01 13.4019836742095
2008-11-01 13.2322972514274
2008-12-01 13.1159878093760
2009-01-01 12.7954081810600
2009-02-01 12.5716186211764
2009-03-01 12.4697398953242
2009-04-01 12.3950612321513
2009-05-01 12.2658363577064
2009-06-01 12.1392529501336
2009-07-01 12.0003170965307
2009-08-01 12.0097375037645
2009-09-01 11.8965461086525
2009-10-01 11.9064830105493
2009-11-01 11.9352823894825
2009-12-01 11.8216463769159
2010-01-01 11.6925451721724
2010-02-01 11.6687720970687
2010-03-01 11.6651428821279
2010-04-01 11.6985800321328
2010-05-01 11.6675182665066
2010-06-01 11.7335322063935
2010-07-01 11.7042036557528
2010-08-01 11.7108874067825
2010-09-01 11.6977858493000
2010-10-01 11.7043047640089
2010-11-01 11.7356218371385
2010-12-01 11.7232652379715
2011-01-01 11.6874407067867
2011-02-01 11.6671827677357
2011-03-01 11.6666263493825
2011-04-01 11.6980823242005
2011-05-01 11.6714923424539
2011-06-01 11.6346567283250
2011-07-01 11.6079722943773
2011-08-01 11.6126844170277
2011-09-01 11.4966256989155
2011-10-01 11.5997794704599
2011-11-01 11.5330231872872
2011-12-01 11.5243372169798
2012-01-01 11.4776186136406
2012-02-01 11.5696295332603
2012-03-01 11.5683408097890
2012-04-01 11.5004033859365
2012-05-01 11.5743995304537
2012-06-01 11.5376296469711
2012-07-01 11.4134475422501
2012-08-01 11.4157013320451
2012-09-01 11.3963156009639
2012-10-01 11.2926498744223
2012-11-01 11.2267884979571
2012-12-01 11.2222228953531
2013-01-01 11.2701320348891
2013-02-01 11.2725850584493
2013-03-01 11.2711184333684
2013-04-01 11.2045066838195
2013-05-01 11.2797173226831
2013-06-01 11.2396589265826
2013-07-01 11.2173028821977
2013-08-01 11.2177306537809
2013-09-01 11.1943655427080
2013-10-01 11.1865818601301
2013-11-01 11.2207737254093
2013-12-01 11.1233405404107
2014-01-01 11.2602341162763
2014-02-01 11.2726744221237
2014-03-01 11.2729704934306
2014-04-01 11.3138033629595
2014-05-01 11.2849890552149
2014-06-01 11.2422455051140
2014-07-01 11.5205189737079
2014-08-01 11.6173176302117
2014-09-01 11.6923663663424
2014-10-01 11.6800375741136
2014-11-01 11.7148259301451
2014-12-01 11.7222026568957
2015-01-01 11.9542008724326
2015-02-01 11.8698045993959
2015-03-01 11.8783502661515
2015-04-01 11.8246877397581
2015-05-01 11.7933144171111
2015-06-01 11.7446732306565
2015-07-01 11.6209217036711
2015-08-01 11.6152536303137
2015-09-01 11.5862513546271
2015-10-01 11.5749516900960
2015-11-01 11.6081953979221
2015-12-01 11.5208177035618
2016-01-01 11.4473833189674
2016-02-01 11.2695097784459
2016-03-01 11.3866522981458
2016-04-01 11.5321508234569
2016-05-01 11.5003117716273
2016-06-01 11.4525991963119
2016-07-01 11.6211836735365
2016-08-01 11.5130420780788
2016-09-01 11.5825240416583
2016-10-01 11.5677316001977
2016-11-01 11.5982959011081
2016-12-01 11.6140604509692
2017-01-01 11.6440015930361
2017-02-01 11.4736139308834
2017-03-01 11.5933331667636
2017-04-01 11.5363008155434
2017-05-01 11.5102270395276
2017-06-01 11.5588279283055
2017-07-01 11.5228852921951
2017-08-01 11.4119726181687
2017-09-01 11.5793311897420
2017-10-01 11.6598070656015
2017-11-01 11.6899611482950
2017-12-01 11.7101065871550
2018-01-01 11.6412908732986
2018-02-01 11.7760966423501
2018-03-01 11.7951303186741
2018-04-01 11.7383407155660
2018-05-01 11.7132747978210
2018-06-01 11.7660695785800
2018-07-01 11.7272528871981
2018-08-01 11.7164613306349
2018-09-01 11.6811627640536
2018-10-01 11.7518887919354
2018-11-01 11.5819916476475
2018-12-01 11.7049134657796
2019-01-01 11.7405047574797
2019-02-01 11.7757983891254
2019-03-01 11.6928057858724
2019-04-01 11.7418148433547
2019-05-01 11.8142384747562
2019-06-01 11.7704560701259
2019-07-01 11.8320197503725
2019-08-01 11.8225311241754
2019-09-01 11.7817603821021
2019-10-01 11.7467734128740
2019-11-01 11.7794227416292
2019-12-01 11.8034363747190
2020-01-01 11.7403994179928
2020-02-01 11.7713031584284
2020-03-01 11.7845060958718
2020-04-01 10.2458353949443
2020-05-01 10.4112597295125
2020-06-01 10.6731321423091
2020-07-01 10.8417513151914
2020-08-01 10.8297315796515
2020-09-01 10.8839663978898
2020-10-01 10.8407434340577
2020-11-01 10.8775433220944
2020-12-01 10.9012137666808
2021-01-01 10.8449673023917
2021-02-01 10.9630823506310
2021-03-01 10.9768619574355
2021-04-01 11.0480527977673
2021-05-01 11.1095631217762
2021-06-01 11.0769693857465
2021-07-01 11.1493645679221
2021-08-01 11.2342401983411
2021-09-01 11.2851021586415
2021-10-01 11.4362358917082
2021-11-01 11.5784463123499
2021-12-01 11.6010118560247
2022-01-01 11.6483597174274
2022-02-01 11.6560288060446
2022-03-01 11.7698002511360
2022-04-01 11.8463873565447
2022-05-01 11.9056167385845
2022-06-01 11.9815209562072
2022-07-01 12.0587036501579
2022-08-01 12.1388692052128
2022-09-01 12.1854911048702
2022-10-01 12.2345839899755
2022-11-01 12.2792455796081
2022-12-01 12.2995471147247
2023-01-01 12.4517952563301
2023-02-01 12.5500302201489
2023-03-01 12.5620730760996
2023-04-01 12.5419766200073
2023-05-01 12.5030962093211
2023-06-01 12.6859729900716
2023-07-01 12.5656411256082
2023-08-01 12.5460143590564
2023-09-01 12.5866481287374
2023-10-01 12.5354941070509
2023-11-01 12.5809292823624
2023-12-01 12.5991676088125
2024-01-01 12.6501642062871
2024-02-01 12.6459699716598
2024-03-01 12.6504836521754
2024-04-01 12.5363827280745
2024-05-01 12.5988098033467
2024-06-01 12.5914724407510
2024-07-01 12.4746797194802
2024-08-01 12.5569233449189
2024-09-01 12.5908446234294
2024-10-01 12.6342601952712
2024-11-01 12.6818901174777
2024-12-01 12.5985244380517
2025-01-01 12.5485916391138
2025-02-01 12.5399400242174
2025-03-01 12.5366445791196
2025-04-01 12.5322817190703
2025-05-01 12.4958987917131
2025-06-01 12.3958732925918
2025-07-01 12.3827140142463
2025-08-01 12.3686391184415
2025-09-01 12.3958940339199
2025-10-01 12.4329849890288
2025-11-01 12.3834134740467
2025-12-01 12.3986402771170
2026-01-01 12.3464866053238
2026-02-01 12.4316192826620
2026-03-01 12.4260190265571
2026-04-01 12.4299582552397

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